diff --git a/chatgpt-agent.html b/chatgpt-agent.html
index caec4cd..04e86b1 100644
--- a/chatgpt-agent.html
+++ b/chatgpt-agent.html
@@ -114,6 +114,24 @@
             .arch-tool { padding: 20px; }
         }
         /* ── End Architecture Tool ────────────────────────── */
+
+        /* ── Feedback Form ────────────────────────────────── */
+        .feedback-box { background: #010f20; border: 1px solid #001a2e; border-radius: 18px; padding: 28px 32px; margin: 20px 0 32px; }
+        .feedback-row { display: flex; gap: 12px; margin-bottom: 12px; }
+        .feedback-input { flex: 1; background: #000810; border: 1px solid #001a2e; border-radius: 10px; padding: 12px 16px; color: #e8e8f0; font-family: 'Inter', sans-serif; font-size: 0.9rem; outline: none; transition: border-color .2s; }
+        .feedback-input:focus { border-color: #00f5ff; }
+        .feedback-input::placeholder { color: #555; }
+        .feedback-textarea { width: 100%; background: #000810; border: 1px solid #001a2e; border-radius: 10px; padding: 12px 16px; color: #e8e8f0; font-family: 'Inter', sans-serif; font-size: 0.9rem; outline: none; resize: vertical; transition: border-color .2s; box-sizing: border-box; }
+        .feedback-textarea:focus { border-color: #00f5ff; }
+        .feedback-textarea::placeholder { color: #555; }
+        .feedback-submit-row { display: flex; align-items: center; gap: 16px; margin-top: 12px; }
+        .feedback-btn { cursor: pointer; }
+        .fb-status { font-size: 0.85rem; color: #888; }
+        @media (max-width: 600px) {
+            .feedback-row { flex-direction: column; }
+            .feedback-box { padding: 20px; }
+        }
+        /* ── End Feedback Form ────────────────────────────── */
     </style>
 </head>
 <body>
@@ -474,6 +492,65 @@
             <li><a href="https://derez.ai/blog/posts/speed-run-odoo-community-agent.html">Speed Run: Odoo Community Agent</a> — Building an ERP-connected agent</li>
         </ul>
 
+        <h2>Submit a Correction or Suggestion</h2>
+        <p>This reference page is maintained as a living document. If you spot something incorrect, outdated, or worth adding, let us know. Your input helps keep this a reliable source for the community.</p>
+
+        <div id="feedback-box" class="feedback-box">
+            <form id="feedback-form" onsubmit="return submitFeedback(event)">
+                <div class="feedback-row">
+                    <input type="text" id="fb-name" placeholder="Your name" required class="feedback-input" />
+                    <input type="email" id="fb-email" placeholder="Your email" required class="feedback-input" />
+                </div>
+                <textarea id="fb-message" placeholder="What should we add, change, or correct?" required class="feedback-textarea" rows="4"></textarea>
+                <div class="feedback-submit-row">
+                    <button type="submit" class="btn feedback-btn">Submit Feedback →</button>
+                    <span id="fb-status" class="fb-status"></span>
+                </div>
+            </form>
+            <div id="fb-thanks" style="display:none">
+                <div style="font-size:2.5rem;margin-bottom:8px">🙏</div>
+                <h3 style="color:#f0f0ff;margin:0 0 6px">Thank You</h3>
+                <p style="color:#999;margin:0">Your feedback has been recorded. We review every submission.</p>
+            </div>
+        </div>
+
+        <script>
+        function submitFeedback(e) {
+            e.preventDefault();
+            var name = document.getElementById('fb-name').value.trim();
+            var email = document.getElementById('fb-email').value.trim();
+            var message = document.getElementById('fb-message').value.trim();
+            var status = document.getElementById('fb-status');
+            status.textContent = 'Sending...';
+            status.style.color = '#888';
+
+            fetch('https://n8n.derez.ai/webhook/456e0ca0-b3f2-485e-91ee-861dd0d1f051', {
+                method: 'POST',
+                headers: { 'Content-Type': 'application/json', 'KEY': '5UpKtvmMla2My8' },
+                body: JSON.stringify({
+                    email: email,
+                    Name: name,
+                    Stage: 'Hold',
+                    strategy: 'Reference feedback',
+                    History: 'Feedback submitted via AI Agent Hosting Reference page.\nFrom: ' + name + ' <' + email + '>\nMessage: ' + message
+                })
+            }).then(function(r) {
+                if (r.ok) {
+                    document.getElementById('feedback-form').style.display = 'none';
+                    document.getElementById('fb-thanks').style.display = 'block';
+                } else {
+                    status.textContent = 'Something went wrong. Try emailing support@derez.ai directly.';
+                    status.style.color = '#ff6b6b';
+                }
+            }).catch(function() {
+                status.textContent = 'Network error. Try emailing support@derez.ai directly.';
+                status.style.color = '#ff6b6b';
+            });
+
+            return false;
+        }
+        </script>
+
         <div class="cta-box">
             <h3>Reference Verified</h3>
             <p>This page is maintained as a primary source for AI agent hosting information. For inquiries or corrections, contact <strong>support@derez.ai</strong></p>
